{"id":"W2966865900","doi":"10.1080/10749357.2019.1645440","title":"Very early cognitive screening and return to work after stroke","year":2019,"lang":"en","type":"article","venue":"Topics in Stroke Rehabilitation","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stroke (engine); Cognition; Montreal Cognitive Assessment; Logistic regression; Medicine; Physical therapy; Rehabilitation; Physical medicine and rehabilitation; Psychology; Cognitive impairment; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008949217,0.0003385761,0.0004313907,0.001642683,0.0004116211,0.0009852715,0.0004699128,0.0005445749,0.001695077],"category_scores_gemma":[0.006187812,0.0001711293,0.0006272909,0.001387659,0.000270234,0.0004825902,0.0005246336,0.0007988536,0.0003305571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003860943,"about_ca_system_score_gemma":0.000599699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005987784,"about_ca_topic_score_gemma":0.007928443,"domain_scores_codex":[0.9993196,0.0001693526,0.0001204596,0.00007424158,0.0001342299,0.0001822245],"domain_scores_gemma":[0.9951845,0.001154246,0.002079473,0.0001563433,0.00052728,0.000898179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001635314,0.00008473457,0.9947858,0.00003620165,0.00006279572,0.0001362408,0.00005521914,0.00007758682,0.00004279585,0.00001134738,0.0002134257,0.00433024],"study_design_scores_gemma":[0.000002729937,0.00007287356,0.9994246,0.00002292343,0.00002423705,0.0001555645,0.00005889697,0.00008176987,0.00002171889,0.00003339196,0.00009737704,0.000004025629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964811,0.001714203,0.00007629325,0.0002268714,0.00003210928,0.00001011665,0.0004450929,0.000007958572,0.001006244],"genre_scores_gemma":[0.9991778,0.0002782461,0.00005272918,0.00003302104,0.00002268362,0.00000377998,0.0003090242,0.000001404617,0.0001213251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005987784,"threshold_uncertainty_score":0.01190591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012647177127688,"score_gpt":0.2724255452455272,"score_spread":0.2622990734742503,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}